Insights from Data with R: An Introduction for the Life and Environmental Sciences 1st Edition
Original price was: $50.00.$25.00Current price is: $25.00.
Insights from Data with R: An Introduction for the Life and Environmental Sciences 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780198849810,0198849818,9780192589736, 0192589733
Product details:
- ISBN-10: 0192589733
- ISBN-13: 9780192589736
- Author: Owen L. Petchey; Andrew P. Beckerman; Natalie Cooper; Dylan Z. Childs
Experiments, surveys, measurements, and observations all generate data. These data can provide useful insights for solving problems, guiding decisions, and formulating strategy. Progressing from relatively unprocessed data to insight, and doing so efficiently, reliably, and confidently, does not come easily, and yet gaining insights from data is a fundamental skill for science as well as many other fields and often overlooked in most textbooks of statistics and data analysis. This accessible and engaging book provides readers with the knowledge, experience, and confidence to work with data and unlock essential information (insights) from data summaries and visualisations. Based on a proven and successful undergraduate course structure, it charts the journey from initial question, through data preparation, import, cleaning, tidying, checking, double-checking, manipulation, and final visualization.
Table contents:
Chapter 1: Introduction
Chapter 2: Getting acquainted
Chapter 3: Workflow Demonstration part 1: Preparation
Chapter 4: Workflow Demonstration part 2: Getting insights
Chapter 5: Dealing with data 1: Digging into dplyr
Chapter 6: Dealing with data 2: Expanding your toolkit
Chapter 7: Getting to grips with ggplot2
Chapter 8: Making deeper insights part 1: Working with single variables
Chapter 9: Making deeper insights part 2: Relationships among (many) variables
Chapter 10: Looking back and looking forward
People also search:
data to information to insight
what is data insights
using data visualization to find insights in data
insights from data analysis
insights from data example
insight r package
You may also like…
Mathematics - Mathematical Statistics
Applied Statistics with R: A Practical Guide for the Life Sciences
Computers - Databases
Leveling Up with SQL: Advanced Techniques for Transforming Data into Insights 1st edition Mark Simon
Computers - Programming
Uncategorized
Computers - Organization and Data Processing
Politics & Philosophy - Social Sciences
Using R For Data Analysis In Social Sciences: A Research Project-oriented Approach Li
Science (General)